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Model Performance

Metrics

Plots

Plots - Gains Table

Plots - Gains Table - Train

  Thresholds bucket_size true_positive false_positive true_negative false_negative targets_in_bucket percent_targets_captured lift
Bucket                  
10% 0.958055 1344 1344 0 1339 10758 1.000000 0.111056 1.110643
20% 0.953228 2688 2678 10 1329 9424 0.996280 0.221286 1.106511
30% 0.948694 4032 4010 22 1317 8092 0.994544 0.331350 1.104583
40% 0.944291 5376 5325 51 1288 6777 0.990513 0.440010 1.100107
50% 0.938312 6720 6638 82 1257 5464 0.987798 0.548504 1.097090
60% 0.930739 8064 7949 115 1224 4153 0.985739 0.656834 1.094804
70% 0.919554 9408 9232 176 1163 2870 0.981293 0.762849 1.089866
80% 0.896229 10752 10473 279 1060 1629 0.974051 0.865394 1.081823
90% 0.822825 12096 11603 493 846 499 0.959243 0.958767 1.065376
100% 0.112774 13441 12102 1339 0 0 0.900379 1.000000 1.000000

Plots - Gains Table - Test

  Thresholds bucket_size true_positive false_positive true_negative false_negative targets_in_bucket percent_targets_captured lift
Bucket                  
10% 0.958117 381 381 0 304 3127 1.000000 0.108609 1.086659
20% 0.953328 762 760 2 302 2748 0.997375 0.216648 1.083807
30% 0.948864 1143 1139 4 300 2369 0.996500 0.324686 1.082856
40% 0.944302 1524 1511 13 291 1997 0.991470 0.430730 1.077390
50% 0.938577 1906 1885 21 283 1623 0.988982 0.537343 1.074686
60% 0.931051 2287 2261 26 278 1247 0.988631 0.644527 1.074305
70% 0.920202 2668 2632 36 268 876 0.986507 0.750285 1.071996
80% 0.900737 3049 2993 56 248 515 0.981633 0.853193 1.066701
90% 0.833512 3430 3330 100 204 178 0.970845 0.949259 1.054978
100% 0.134552 3812 3508 304 0 0 0.920252 1.000000 1.000000

Plots - Confusion Matrix

Plots - Gains Chart

Plots - Lift Chart

Plots - Roc Curve

Plots - Precision Recall

Plots - Threshold Curve

Model Interpretation

Error Analysis

Error Analysis - Residual Analysis

Error Analysis - Residual Analysis - Errorbucket Profiles

Error Analysis - Residual Analysis - Errorbucket Profiles - Time Taken For Decision

Error Analysis - Residual Analysis - Errorbucket Profiles - Decision Days

Error Analysis - Residual Analysis - Errorbucket Profiles - Product Quantity

Error Analysis - Residual Analysis - Errorbucket Profiles - Cost Per Product

Error Analysis - Residual Analysis - Errorbucket Profiles - Categorical

Feature Importance - From Model